Overview
Brought to you by YData
Dataset statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Number of variables | 12 | 12 |
| Number of observations | 773 | 476 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 111 | 65 |
| Duplicate rows (%) | 14.4% | 13.7% |
| Total size in memory | 78.5 KiB | 48.3 KiB |
| Average record size in memory | 104.0 B | 104.0 B |
Variable types
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Numeric | 12 | 12 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Dataset has 111 (14.4%) duplicate rows | Dataset has 65 (13.7%) duplicate rows | Duplicates |
alcohol is highly overall correlated with density | alcohol is highly overall correlated with density and 1 other fields | High correlation |
density is highly overall correlated with alcohol and 1 other fields | density is highly overall correlated with alcohol and 1 other fields | High correlation |
fixed acidity is highly overall correlated with density and 1 other fields | fixed acidity is highly overall correlated with density and 1 other fields | High correlation |
free sulfur dioxide is highly overall correlated with total sulfur dioxide | free sulfur dioxide is highly overall correlated with total sulfur dioxide | High correlation |
pH is highly overall correlated with fixed acidity | pH is highly overall correlated with fixed acidity | High correlation |
total sulfur dioxide is highly overall correlated with free sulfur dioxide | total sulfur dioxide is highly overall correlated with free sulfur dioxide | High correlation |
citric acid has 104 (13.5%) zeros | Alert not present in this dataset | Zeros |
| Alert not present in this dataset | quality is highly overall correlated with alcohol | High correlation |
Reproduction
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Analysis started | 2025-08-22 15:46:37.440690 | 2025-08-22 15:46:49.067871 |
| Analysis finished | 2025-08-22 15:46:49.058460 | 2025-08-22 15:47:00.661082 |
| Duration | 11.62 seconds | 11.59 seconds |
| Software version | ydata-profiling vv4.16.1 | ydata-profiling vv4.16.1 |
| Download configuration | config.json | config.json |
Variables
fixed acidity
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 50 | 70 |
| Distinct (%) | 6.5% | 14.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.28528307 | 0.54831933 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.11904762 |
| Maximum | 0.60714286 | 1 |
| Zeros | 2 | 0 |
| Zeros (%) | 0.3% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.11904762 |
| 5-th percentile | 0.11904762 | 0.26190476 |
| Q1 | 0.21428571 | 0.4047619 |
| median | 0.27380952 | 0.54761905 |
| Q3 | 0.35714286 | 0.66666667 |
| 95-th percentile | 0.47619048 | 0.88392857 |
| Maximum | 0.60714286 | 1 |
| Range | 0.60714286 | 0.88095238 |
| Interquartile range (IQR) | 0.14285714 | 0.26190476 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.1095296 | 0.18681822 |
| Coefficient of variation (CV) | 0.38393305 | 0.34071063 |
| Kurtosis | 0.10038737 | -0.55882336 |
| Mean | 0.28528307 | 0.54831933 |
| Median Absolute Deviation (MAD) | 0.05952381 | 0.13095238 |
| Skewness | 0.20506595 | 0.2528895 |
| Sum | 220.52381 | 261 |
| Variance | 0.011996733 | 0.034901048 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2619047619 | 49 | 6.3% |
| 0.25 | 45 | 5.8% |
| 0.2380952381 | 41 | 5.3% |
| 0.3333333333 | 37 | 4.8% |
| 0.3214285714 | 36 | 4.7% |
| 0.3095238095 | 33 | 4.3% |
| 0.2142857143 | 32 | 4.1% |
| 0.2738095238 | 32 | 4.1% |
| 0.2976190476 | 31 | 4.0% |
| 0.2261904762 | 30 | 3.9% |
| Other values (40) | 407 |
| Value | Count | Frequency (%) |
| 0.380952381 | 19 | 4.0% |
| 0.5952380952 | 17 | 3.6% |
| 0.5833333333 | 17 | 3.6% |
| 0.4880952381 | 16 | 3.4% |
| 0.4642857143 | 16 | 3.4% |
| 0.3452380952 | 15 | 3.2% |
| 0.6428571429 | 14 | 2.9% |
| 0.619047619 | 14 | 2.9% |
| 0.4523809524 | 14 | 2.9% |
| 0.5476190476 | 13 | 2.7% |
| Other values (60) | 321 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.3% |
| 0.0119047619 | 3 | 0.4% |
| 0.02380952381 | 3 | 0.4% |
| 0.03571428571 | 3 | 0.4% |
| 0.04761904762 | 3 | 0.4% |
| 0.07142857143 | 13 | |
| 0.08333333333 | 1 | 0.1% |
| 0.09523809524 | 3 | 0.4% |
| 0.1071428571 | 7 | |
| 0.119047619 | 11 |
| Value | Count | Frequency (%) |
| 0.119047619 | 1 | 0.2% |
| 0.1428571429 | 2 | 0.4% |
| 0.1547619048 | 1 | 0.2% |
| 0.1666666667 | 1 | 0.2% |
| 0.2023809524 | 2 | 0.4% |
| 0.2142857143 | 2 | 0.4% |
| 0.2380952381 | 3 | 0.6% |
| 0.25 | 2 | 0.4% |
| 0.2619047619 | 11 | |
| 0.2738095238 | 6 |
| Value | Count | Frequency (%) |
| 0.119047619 | 1 | 0.1% |
| 0.1428571429 | 2 | 0.3% |
| 0.1547619048 | 1 | 0.1% |
| 0.1666666667 | 1 | 0.1% |
| 0.2023809524 | 2 | 0.3% |
| 0.2142857143 | 2 | 0.3% |
| 0.2380952381 | 3 | 0.4% |
| 0.25 | 2 | 0.3% |
| 0.2619047619 | 11 | |
| 0.2738095238 | 6 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.4% |
| 0.0119047619 | 3 | 0.6% |
| 0.02380952381 | 3 | 0.6% |
| 0.03571428571 | 3 | 0.6% |
| 0.04761904762 | 3 | 0.6% |
| 0.07142857143 | 13 | |
| 0.08333333333 | 1 | 0.2% |
| 0.09523809524 | 3 | 0.6% |
| 0.1071428571 | 7 | |
| 0.119047619 | 11 |
volatile acidity
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 112 | 64 |
| Distinct (%) | 14.5% | 13.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.52475533 | 0.30052293 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.11956522 | 0 |
| Maximum | 1 | 0.98369565 |
| Zeros | 0 | 3 |
| Zeros (%) | 0.0% | 0.6% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.11956522 | 0 |
| 5-th percentile | 0.2826087 | 0.13043478 |
| Q1 | 0.42391304 | 0.20652174 |
| median | 0.52173913 | 0.2826087 |
| Q3 | 0.61413043 | 0.36956522 |
| 95-th percentile | 0.81521739 | 0.52173913 |
| Maximum | 1 | 0.98369565 |
| Range | 0.88043478 | 0.98369565 |
| Interquartile range (IQR) | 0.19021739 | 0.16304348 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.15539931 | 0.13226623 |
| Coefficient of variation (CV) | 0.29613669 | 0.44012027 |
| Kurtosis | 0.37977047 | 2.7467081 |
| Mean | 0.52475533 | 0.30052293 |
| Median Absolute Deviation (MAD) | 0.097826087 | 0.076086957 |
| Skewness | 0.46117302 | 1.0426526 |
| Sum | 405.63587 | 143.04891 |
| Variance | 0.024148945 | 0.017494356 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5217391304 | 33 | 4.3% |
| 0.4782608696 | 28 | 3.6% |
| 0.5 | 27 | 3.5% |
| 0.5108695652 | 22 | 2.8% |
| 0.4891304348 | 22 | 2.8% |
| 0.4347826087 | 21 | 2.7% |
| 0.5543478261 | 21 | 2.7% |
| 0.5326086957 | 20 | 2.6% |
| 0.4239130435 | 20 | 2.6% |
| 0.6195652174 | 19 | 2.5% |
| Other values (102) | 540 |
| Value | Count | Frequency (%) |
| 0.2826086957 | 22 | 4.6% |
| 0.2065217391 | 22 | 4.6% |
| 0.3369565217 | 19 | 4.0% |
| 0.4130434783 | 19 | 4.0% |
| 0.2608695652 | 19 | 4.0% |
| 0.2934782609 | 18 | 3.8% |
| 0.3043478261 | 18 | 3.8% |
| 0.1739130435 | 17 | 3.6% |
| 0.25 | 17 | 3.6% |
| 0.2391304348 | 15 | 3.2% |
| Other values (54) | 290 |
| Value | Count | Frequency (%) |
| 0.1195652174 | 1 | 0.1% |
| 0.152173913 | 1 | 0.1% |
| 0.1847826087 | 1 | 0.1% |
| 0.2065217391 | 2 | 0.3% |
| 0.2173913043 | 5 | |
| 0.2282608696 | 1 | 0.1% |
| 0.2391304348 | 7 | |
| 0.25 | 3 | 0.4% |
| 0.2608695652 | 11 | |
| 0.2717391304 | 3 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.04347826087 | 2 | 0.4% |
| 0.0652173913 | 4 | |
| 0.07608695652 | 1 | 0.2% |
| 0.08695652174 | 2 | 0.4% |
| 0.09782608696 | 3 | |
| 0.1086956522 | 4 | |
| 0.1195652174 | 4 | |
| 0.1304347826 | 7 | |
| 0.1413043478 | 6 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.04347826087 | 2 | 0.3% |
| 0.0652173913 | 4 | |
| 0.07608695652 | 1 | 0.1% |
| 0.08695652174 | 2 | 0.3% |
| 0.09782608696 | 3 | |
| 0.1086956522 | 4 | |
| 0.1195652174 | 4 | |
| 0.1304347826 | 7 | |
| 0.1413043478 | 6 |
| Value | Count | Frequency (%) |
| 0.1195652174 | 1 | 0.2% |
| 0.152173913 | 1 | 0.2% |
| 0.1847826087 | 1 | 0.2% |
| 0.2065217391 | 2 | 0.4% |
| 0.2173913043 | 5 | |
| 0.2282608696 | 1 | 0.2% |
| 0.2391304348 | 7 | |
| 0.25 | 3 | 0.6% |
| 0.2608695652 | 11 | |
| 0.2717391304 | 3 | 0.6% |
citric acid
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 44 | 53 |
| Distinct (%) | 5.7% | 11.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.18007762 | 0.59109244 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.25333333 |
| Maximum | 0.65333333 | 1 |
| Zeros | 104 | 0 |
| Zeros (%) | 13.5% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.25333333 |
| 5-th percentile | 0 | 0.33 |
| Q1 | 0.04 | 0.50666667 |
| median | 0.14666667 | 0.58666667 |
| Q3 | 0.30666667 | 0.66666667 |
| 95-th percentile | 0.42666667 | 0.85333333 |
| Maximum | 0.65333333 | 1 |
| Range | 0.65333333 | 0.74666667 |
| Interquartile range (IQR) | 0.26666667 | 0.16 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.14654982 | 0.14561223 |
| Coefficient of variation (CV) | 0.81381475 | 0.24634426 |
| Kurtosis | -0.81790407 | -0.14486167 |
| Mean | 0.18007762 | 0.59109244 |
| Median Absolute Deviation (MAD) | 0.12 | 0.08 |
| Skewness | 0.44844062 | 0.19218875 |
| Sum | 139.2 | 281.36 |
| Variance | 0.021476851 | 0.021202921 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 104 | 13.5% |
| 0.02666666667 | 45 | 5.8% |
| 0.1333333333 | 32 | 4.1% |
| 0.01333333333 | 30 | 3.9% |
| 0.32 | 29 | 3.8% |
| 0.1066666667 | 29 | 3.8% |
| 0.05333333333 | 26 | 3.4% |
| 0.04 | 26 | 3.4% |
| 0.3466666667 | 24 | 3.1% |
| 0.12 | 24 | 3.1% |
| Other values (34) | 404 |
| Value | Count | Frequency (%) |
| 0.6533333333 | 40 | 8.4% |
| 0.52 | 27 | 5.7% |
| 0.5333333333 | 25 | 5.3% |
| 0.56 | 20 | 4.2% |
| 0.6 | 18 | 3.8% |
| 0.5866666667 | 17 | 3.6% |
| 0.32 | 16 | 3.4% |
| 0.6266666667 | 16 | 3.4% |
| 0.6133333333 | 16 | 3.4% |
| 0.64 | 15 | 3.2% |
| Other values (43) | 266 |
| Value | Count | Frequency (%) |
| 0 | 104 | |
| 0.01333333333 | 30 | 3.9% |
| 0.02666666667 | 45 | |
| 0.04 | 26 | 3.4% |
| 0.05333333333 | 26 | 3.4% |
| 0.06666666667 | 17 | 2.2% |
| 0.08 | 19 | 2.5% |
| 0.09333333333 | 21 | 2.7% |
| 0.1066666667 | 29 | 3.8% |
| 0.12 | 24 | 3.1% |
| Value | Count | Frequency (%) |
| 0.2533333333 | 1 | 0.2% |
| 0.28 | 4 | 0.8% |
| 0.2933333333 | 1 | 0.2% |
| 0.3066666667 | 2 | 0.4% |
| 0.32 | 16 | |
| 0.3333333333 | 3 | 0.6% |
| 0.3466666667 | 2 | 0.4% |
| 0.36 | 4 | 0.8% |
| 0.3733333333 | 1 | 0.2% |
| 0.3866666667 | 2 | 0.4% |
| Value | Count | Frequency (%) |
| 0.2533333333 | 1 | 0.1% |
| 0.28 | 4 | 0.5% |
| 0.2933333333 | 1 | 0.1% |
| 0.3066666667 | 2 | 0.3% |
| 0.32 | 16 | |
| 0.3333333333 | 3 | 0.4% |
| 0.3466666667 | 2 | 0.3% |
| 0.36 | 4 | 0.5% |
| 0.3733333333 | 1 | 0.1% |
| 0.3866666667 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 104 | |
| 0.01333333333 | 30 | 6.3% |
| 0.02666666667 | 45 | |
| 0.04 | 26 | 5.5% |
| 0.05333333333 | 26 | 5.5% |
| 0.06666666667 | 17 | 3.6% |
| 0.08 | 19 | 4.0% |
| 0.09333333333 | 21 | 4.4% |
| 0.1066666667 | 29 | 6.1% |
| 0.12 | 24 | 5.0% |
residual sugar
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 30 | 31 |
| Distinct (%) | 3.9% | 6.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.39117076 | 0.44664741 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 1 | 1 |
| Zeros | 3 | 2 |
| Zeros (%) | 0.4% | 0.4% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.16666667 | 0.125 |
| Q1 | 0.25 | 0.33333333 |
| median | 0.375 | 0.41666667 |
| Q3 | 0.5 | 0.58333333 |
| 95-th percentile | 0.75 | 0.83333333 |
| Maximum | 1 | 1 |
| Range | 1 | 1 |
| Interquartile range (IQR) | 0.25 | 0.25 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.17579487 | 0.19509059 |
| Coefficient of variation (CV) | 0.44940697 | 0.4367888 |
| Kurtosis | 0.51163939 | 0.21970192 |
| Mean | 0.39117076 | 0.44664741 |
| Median Absolute Deviation (MAD) | 0.125 | 0.125 |
| Skewness | 0.71177702 | 0.36947955 |
| Sum | 302.375 | 212.60417 |
| Variance | 0.030903836 | 0.038060337 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3333333333 | 91 | |
| 0.375 | 81 | |
| 0.25 | 76 | |
| 0.2916666667 | 73 | |
| 0.4166666667 | 62 | 8.0% |
| 0.4583333333 | 59 | 7.6% |
| 0.2083333333 | 50 | 6.5% |
| 0.5 | 41 | 5.3% |
| 0.5416666667 | 41 | 5.3% |
| 0.1666666667 | 37 | 4.8% |
| Other values (20) | 162 |
| Value | Count | Frequency (%) |
| 0.4166666667 | 53 | |
| 0.3333333333 | 44 | 9.2% |
| 0.4583333333 | 39 | 8.2% |
| 0.5833333333 | 37 | 7.8% |
| 0.5416666667 | 36 | 7.6% |
| 0.375 | 33 | 6.9% |
| 0.5 | 31 | 6.5% |
| 0.6666666667 | 27 | 5.7% |
| 0.25 | 27 | 5.7% |
| 0.2916666667 | 26 | 5.5% |
| Other values (21) | 123 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.4% |
| 0.04166666667 | 1 | 0.1% |
| 0.08333333333 | 20 | 2.6% |
| 0.125 | 12 | 1.6% |
| 0.1666666667 | 37 | |
| 0.1875 | 1 | 0.1% |
| 0.2083333333 | 50 | |
| 0.2291666667 | 1 | 0.1% |
| 0.25 | 76 | |
| 0.2916666667 | 73 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.4% |
| 0.04166666667 | 2 | 0.4% |
| 0.08333333333 | 13 | 2.7% |
| 0.125 | 14 | 2.9% |
| 0.1666666667 | 13 | 2.7% |
| 0.1875 | 1 | 0.2% |
| 0.2083333333 | 13 | 2.7% |
| 0.25 | 27 | |
| 0.2916666667 | 26 | |
| 0.3333333333 | 44 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.3% |
| 0.04166666667 | 2 | 0.3% |
| 0.08333333333 | 13 | 1.7% |
| 0.125 | 14 | 1.8% |
| 0.1666666667 | 13 | 1.7% |
| 0.1875 | 1 | 0.1% |
| 0.2083333333 | 13 | 1.7% |
| 0.25 | 27 | |
| 0.2916666667 | 26 | |
| 0.3333333333 | 44 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.6% |
| 0.04166666667 | 1 | 0.2% |
| 0.08333333333 | 20 | 4.2% |
| 0.125 | 12 | 2.5% |
| 0.1666666667 | 37 | |
| 0.1875 | 1 | 0.2% |
| 0.2083333333 | 50 | |
| 0.2291666667 | 1 | 0.2% |
| 0.25 | 76 | |
| 0.2916666667 | 73 |
chlorides
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 75 | 72 |
| Distinct (%) | 9.7% | 15.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.47737752 | 0.4806615 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 1 | 1 |
| Zeros | 1 | 1 |
| Zeros (%) | 0.1% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.16666667 | 0.17948718 |
| Q1 | 0.37179487 | 0.33333333 |
| median | 0.47435897 | 0.47435897 |
| Q3 | 0.57692308 | 0.6025641 |
| 95-th percentile | 0.78205128 | 0.83333333 |
| Maximum | 1 | 1 |
| Range | 1 | 1 |
| Interquartile range (IQR) | 0.20512821 | 0.26923077 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.17720293 | 0.19499514 |
| Coefficient of variation (CV) | 0.37120082 | 0.40568079 |
| Kurtosis | 0.52893503 | -0.23952379 |
| Mean | 0.47737752 | 0.4806615 |
| Median Absolute Deviation (MAD) | 0.1025641 | 0.13461538 |
| Skewness | 0.10681051 | 0.29354567 |
| Sum | 369.01282 | 228.79487 |
| Variance | 0.031400878 | 0.038023103 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4487179487 | 37 | 4.8% |
| 0.4743589744 | 37 | 4.8% |
| 0.5 | 36 | 4.7% |
| 0.4615384615 | 34 | 4.4% |
| 0.5512820513 | 30 | 3.9% |
| 0.4230769231 | 29 | 3.8% |
| 0.4871794872 | 25 | 3.2% |
| 0.5128205128 | 25 | 3.2% |
| 0.4358974359 | 24 | 3.1% |
| 0.5256410256 | 22 | 2.8% |
| Other values (65) | 474 |
| Value | Count | Frequency (%) |
| 0.3846153846 | 18 | 3.8% |
| 0.5 | 17 | 3.6% |
| 0.4230769231 | 16 | 3.4% |
| 0.4358974359 | 15 | 3.2% |
| 0.5256410256 | 15 | 3.2% |
| 0.4871794872 | 14 | 2.9% |
| 0.3205128205 | 13 | 2.7% |
| 0.5128205128 | 13 | 2.7% |
| 0.5512820513 | 12 | 2.5% |
| 0.3461538462 | 12 | 2.5% |
| Other values (62) | 331 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01282051282 | 2 | 0.3% |
| 0.02564102564 | 1 | 0.1% |
| 0.03846153846 | 3 | |
| 0.05128205128 | 3 | |
| 0.0641025641 | 2 | 0.3% |
| 0.07692307692 | 3 | |
| 0.08974358974 | 5 | |
| 0.1025641026 | 5 | |
| 0.1153846154 | 5 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.01282051282 | 1 | 0.2% |
| 0.03846153846 | 1 | 0.2% |
| 0.0641025641 | 1 | 0.2% |
| 0.07692307692 | 1 | 0.2% |
| 0.1025641026 | 1 | 0.2% |
| 0.1153846154 | 2 | 0.4% |
| 0.141025641 | 7 | |
| 0.1538461538 | 1 | 0.2% |
| 0.1666666667 | 6 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01282051282 | 1 | 0.1% |
| 0.03846153846 | 1 | 0.1% |
| 0.0641025641 | 1 | 0.1% |
| 0.07692307692 | 1 | 0.1% |
| 0.1025641026 | 1 | 0.1% |
| 0.1153846154 | 2 | 0.3% |
| 0.141025641 | 7 | |
| 0.1538461538 | 1 | 0.1% |
| 0.1666666667 | 6 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.01282051282 | 2 | 0.4% |
| 0.02564102564 | 1 | 0.2% |
| 0.03846153846 | 3 | |
| 0.05128205128 | 3 | |
| 0.0641025641 | 2 | 0.4% |
| 0.07692307692 | 3 | |
| 0.08974358974 | 5 | |
| 0.1025641026 | 5 | |
| 0.1153846154 | 5 |
free sulfur dioxide
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 40 | 38 |
| Distinct (%) | 5.2% | 8.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.36118386 | 0.30441689 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.048780488 | 0 |
| Maximum | 1 | 1 |
| Zeros | 0 | 2 |
| Zeros (%) | 0.0% | 0.4% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.048780488 | 0 |
| 5-th percentile | 0.097560976 | 0.073170732 |
| Q1 | 0.19512195 | 0.12195122 |
| median | 0.34146341 | 0.24390244 |
| Q3 | 0.48780488 | 0.43902439 |
| 95-th percentile | 0.7804878 | 0.73170732 |
| Maximum | 1 | 1 |
| Range | 0.95121951 | 1 |
| Interquartile range (IQR) | 0.29268293 | 0.31707317 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.21320767 | 0.21360715 |
| Coefficient of variation (CV) | 0.59030231 | 0.70169285 |
| Kurtosis | -0.048453571 | 0.5607098 |
| Mean | 0.36118386 | 0.30441689 |
| Median Absolute Deviation (MAD) | 0.14634146 | 0.12195122 |
| Skewness | 0.76639899 | 1.0569317 |
| Sum | 279.19512 | 144.90244 |
| Variance | 0.045457509 | 0.045628016 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3414634146 | 53 | 6.9% |
| 0.2682926829 | 40 | 5.2% |
| 0.2926829268 | 39 | 5.0% |
| 0.3658536585 | 37 | 4.8% |
| 0.09756097561 | 36 | 4.7% |
| 0.3902439024 | 35 | 4.5% |
| 0.1463414634 | 35 | 4.5% |
| 0.1219512195 | 34 | 4.4% |
| 0.2195121951 | 34 | 4.4% |
| 0.243902439 | 33 | 4.3% |
| Other values (30) | 397 |
| Value | Count | Frequency (%) |
| 0.1219512195 | 68 | 14.3% |
| 0.09756097561 | 43 | 9.0% |
| 0.2195121951 | 28 | 5.9% |
| 0.2682926829 | 25 | 5.3% |
| 0.1463414634 | 23 | 4.8% |
| 0.1951219512 | 22 | 4.6% |
| 0.243902439 | 18 | 3.8% |
| 0.0487804878 | 16 | 3.4% |
| 0.1707317073 | 16 | 3.4% |
| 0.487804878 | 16 | 3.4% |
| Other values (28) | 201 |
| Value | Count | Frequency (%) |
| 0.0487804878 | 17 | |
| 0.07317073171 | 21 | |
| 0.09756097561 | 36 | |
| 0.1219512195 | 34 | |
| 0.1463414634 | 35 | |
| 0.1707317073 | 33 | |
| 0.1951219512 | 32 | |
| 0.2195121951 | 34 | |
| 0.243902439 | 33 | |
| 0.2682926829 | 40 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.4% |
| 0.0487804878 | 16 | 3.4% |
| 0.07317073171 | 11 | 2.3% |
| 0.09756097561 | 43 | |
| 0.1219512195 | 68 | |
| 0.1463414634 | 23 | 4.8% |
| 0.1707317073 | 16 | 3.4% |
| 0.1951219512 | 22 | 4.6% |
| 0.2195121951 | 28 | |
| 0.243902439 | 18 | 3.8% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.3% |
| 0.0487804878 | 16 | 2.1% |
| 0.07317073171 | 11 | 1.4% |
| 0.09756097561 | 43 | |
| 0.1219512195 | 68 | |
| 0.1463414634 | 23 | 3.0% |
| 0.1707317073 | 16 | 2.1% |
| 0.1951219512 | 22 | 2.8% |
| 0.2195121951 | 28 | |
| 0.243902439 | 18 | 2.3% |
| Value | Count | Frequency (%) |
| 0.0487804878 | 17 | |
| 0.07317073171 | 21 | |
| 0.09756097561 | 36 | |
| 0.1219512195 | 34 | |
| 0.1463414634 | 35 | |
| 0.1707317073 | 33 | |
| 0.1951219512 | 32 | |
| 0.2195121951 | 34 | |
| 0.243902439 | 33 | |
| 0.2682926829 | 40 |
total sulfur dioxide
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 105 | 89 |
| Distinct (%) | 13.6% | 18.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.34350047 | 0.25566865 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.0086206897 | 0 |
| Maximum | 1 | 0.99137931 |
| Zeros | 0 | 3 |
| Zeros (%) | 0.0% | 0.6% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.0086206897 | 0 |
| 5-th percentile | 0.051724138 | 0.034482759 |
| Q1 | 0.1637931 | 0.11206897 |
| median | 0.27586207 | 0.18965517 |
| Q3 | 0.48275862 | 0.35560345 |
| 95-th percentile | 0.8137931 | 0.65732759 |
| Maximum | 1 | 0.99137931 |
| Range | 0.99137931 | 0.99137931 |
| Interquartile range (IQR) | 0.31896552 | 0.24353448 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.23417058 | 0.19582809 |
| Coefficient of variation (CV) | 0.68171838 | 0.76594489 |
| Kurtosis | -0.083802108 | 1.2290544 |
| Mean | 0.34350047 | 0.25566865 |
| Median Absolute Deviation (MAD) | 0.13793103 | 0.11206897 |
| Skewness | 0.84728645 | 1.2040475 |
| Sum | 265.52586 | 121.69828 |
| Variance | 0.054835861 | 0.038348642 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2155172414 | 26 | 3.4% |
| 0.1896551724 | 24 | 3.1% |
| 0.275862069 | 22 | 2.8% |
| 0.25 | 17 | 2.2% |
| 0.1465517241 | 16 | 2.1% |
| 0.04310344828 | 15 | 1.9% |
| 0.2413793103 | 15 | 1.9% |
| 0.1034482759 | 15 | 1.9% |
| 0.1810344828 | 15 | 1.9% |
| 0.06034482759 | 15 | 1.9% |
| Other values (95) | 593 |
| Value | Count | Frequency (%) |
| 0.1896551724 | 18 | 3.8% |
| 0.0775862069 | 17 | 3.6% |
| 0.03448275862 | 16 | 3.4% |
| 0.1120689655 | 15 | 3.2% |
| 0.1551724138 | 15 | 3.2% |
| 0.1810344828 | 14 | 2.9% |
| 0.1293103448 | 13 | 2.7% |
| 0.09482758621 | 13 | 2.7% |
| 0.1637931034 | 12 | 2.5% |
| 0.06896551724 | 12 | 2.5% |
| Other values (79) | 331 |
| Value | Count | Frequency (%) |
| 0.008620689655 | 2 | 0.3% |
| 0.01724137931 | 3 | 0.4% |
| 0.02586206897 | 5 | 0.6% |
| 0.03448275862 | 6 | 0.8% |
| 0.04310344828 | 15 | |
| 0.05172413793 | 10 | |
| 0.06034482759 | 15 | |
| 0.06896551724 | 11 | |
| 0.0775862069 | 13 | |
| 0.08620689655 | 10 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.6% |
| 0.008620689655 | 1 | 0.2% |
| 0.01724137931 | 7 | |
| 0.02586206897 | 5 | 1.1% |
| 0.03448275862 | 16 | |
| 0.04310344828 | 6 | 1.3% |
| 0.05172413793 | 11 | |
| 0.06034482759 | 8 | |
| 0.06896551724 | 12 | |
| 0.0775862069 | 17 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.4% |
| 0.008620689655 | 1 | 0.1% |
| 0.01724137931 | 7 | |
| 0.02586206897 | 5 | 0.6% |
| 0.03448275862 | 16 | |
| 0.04310344828 | 6 | 0.8% |
| 0.05172413793 | 11 | |
| 0.06034482759 | 8 | |
| 0.06896551724 | 12 | |
| 0.0775862069 | 17 |
| Value | Count | Frequency (%) |
| 0.008620689655 | 2 | 0.4% |
| 0.01724137931 | 3 | 0.6% |
| 0.02586206897 | 5 | 1.1% |
| 0.03448275862 | 6 | 1.3% |
| 0.04310344828 | 15 | |
| 0.05172413793 | 10 | |
| 0.06034482759 | 15 | |
| 0.06896551724 | 11 | |
| 0.0775862069 | 13 | |
| 0.08620689655 | 10 |
density
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 279 | 208 |
| Distinct (%) | 36.1% | 43.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.48041868 | 0.57304134 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.085858586 |
| Maximum | 0.95959596 | 1 |
| Zeros | 1 | 0 |
| Zeros (%) | 0.1% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.085858586 |
| 5-th percentile | 0.20525253 | 0.26565657 |
| Q1 | 0.4 | 0.42424242 |
| median | 0.48686869 | 0.57575758 |
| Q3 | 0.57575758 | 0.71717172 |
| 95-th percentile | 0.71414141 | 0.86868687 |
| Maximum | 0.95959596 | 1 |
| Range | 0.95959596 | 0.91414141 |
| Interquartile range (IQR) | 0.17575758 | 0.29292929 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.15235166 | 0.18543731 |
| Coefficient of variation (CV) | 0.31712268 | 0.32360198 |
| Kurtosis | 0.61959871 | -0.69423353 |
| Mean | 0.48041868 | 0.57304134 |
| Median Absolute Deviation (MAD) | 0.088888889 | 0.14141414 |
| Skewness | -0.25684175 | -0.10550037 |
| Sum | 371.36364 | 272.76768 |
| Variance | 0.023211028 | 0.034386996 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5757575758 | 21 | 2.7% |
| 0.5353535354 | 19 | 2.5% |
| 0.6161616162 | 17 | 2.2% |
| 0.4747474747 | 16 | 2.1% |
| 0.5555555556 | 15 | 1.9% |
| 0.5151515152 | 14 | 1.8% |
| 0.4949494949 | 14 | 1.8% |
| 0.404040404 | 13 | 1.7% |
| 0.4444444444 | 11 | 1.4% |
| 0.4343434343 | 11 | 1.4% |
| Other values (269) | 622 |
| Value | Count | Frequency (%) |
| 0.6767676768 | 16 | 3.4% |
| 0.797979798 | 14 | 2.9% |
| 0.7373737374 | 13 | 2.7% |
| 0.6565656566 | 12 | 2.5% |
| 0.7171717172 | 10 | 2.1% |
| 0.6161616162 | 9 | 1.9% |
| 0.8585858586 | 9 | 1.9% |
| 0.595959596 | 9 | 1.9% |
| 0.7272727273 | 8 | 1.7% |
| 0.5757575758 | 8 | 1.7% |
| Other values (198) | 368 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.007070707071 | 1 | 0.1% |
| 0.01212121212 | 1 | 0.1% |
| 0.03232323232 | 2 | |
| 0.04141414141 | 1 | 0.1% |
| 0.07070707071 | 1 | 0.1% |
| 0.08686868687 | 1 | 0.1% |
| 0.09090909091 | 3 | |
| 0.09292929293 | 2 | |
| 0.103030303 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.08585858586 | 1 | 0.2% |
| 0.1313131313 | 2 | |
| 0.1797979798 | 1 | 0.2% |
| 0.1818181818 | 1 | 0.2% |
| 0.1828282828 | 2 | |
| 0.2060606061 | 1 | 0.2% |
| 0.2080808081 | 4 | |
| 0.2121212121 | 1 | 0.2% |
| 0.2161616162 | 1 | 0.2% |
| 0.2282828283 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 0.08585858586 | 1 | 0.1% |
| 0.1313131313 | 2 | |
| 0.1797979798 | 1 | 0.1% |
| 0.1818181818 | 1 | 0.1% |
| 0.1828282828 | 2 | |
| 0.2060606061 | 1 | 0.1% |
| 0.2080808081 | 4 | |
| 0.2121212121 | 1 | 0.1% |
| 0.2161616162 | 1 | 0.1% |
| 0.2282828283 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.007070707071 | 1 | 0.2% |
| 0.01212121212 | 1 | 0.2% |
| 0.03232323232 | 2 | |
| 0.04141414141 | 1 | 0.2% |
| 0.07070707071 | 1 | 0.2% |
| 0.08686868687 | 1 | 0.2% |
| 0.09090909091 | 3 | |
| 0.09292929293 | 2 | |
| 0.103030303 | 1 | 0.2% |
pH
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 66 | 62 |
| Distinct (%) | 8.5% | 13.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.56849712 | 0.41034 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 1 | 0.83908046 |
| Zeros | 1 | 1 |
| Zeros (%) | 0.1% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.32183908 | 0.18390805 |
| Q1 | 0.47126437 | 0.31034483 |
| median | 0.56321839 | 0.40229885 |
| Q3 | 0.65517241 | 0.50574713 |
| 95-th percentile | 0.81609195 | 0.64367816 |
| Maximum | 1 | 0.83908046 |
| Range | 1 | 0.83908046 |
| Interquartile range (IQR) | 0.18390805 | 0.1954023 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.14720754 | 0.14091552 |
| Coefficient of variation (CV) | 0.25894157 | 0.34341162 |
| Kurtosis | 0.17333167 | 0.029307745 |
| Mean | 0.56849712 | 0.41034 |
| Median Absolute Deviation (MAD) | 0.091954023 | 0.091954023 |
| Skewness | 0.15405285 | 0.0092875936 |
| Sum | 439.44828 | 195.32184 |
| Variance | 0.02167006 | 0.019857185 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5517241379 | 40 | 5.2% |
| 0.4712643678 | 33 | 4.3% |
| 0.5862068966 | 31 | 4.0% |
| 0.5747126437 | 29 | 3.8% |
| 0.5287356322 | 29 | 3.8% |
| 0.6206896552 | 27 | 3.5% |
| 0.5632183908 | 25 | 3.2% |
| 0.4827586207 | 25 | 3.2% |
| 0.4942528736 | 24 | 3.1% |
| 0.5977011494 | 24 | 3.1% |
| Other values (56) | 486 |
| Value | Count | Frequency (%) |
| 0.4367816092 | 22 | 4.6% |
| 0.3103448276 | 21 | 4.4% |
| 0.3448275862 | 18 | 3.8% |
| 0.367816092 | 17 | 3.6% |
| 0.3908045977 | 17 | 3.6% |
| 0.4827586207 | 17 | 3.6% |
| 0.3218390805 | 16 | 3.4% |
| 0.4022988506 | 15 | 3.2% |
| 0.5172413793 | 15 | 3.2% |
| 0.3333333333 | 14 | 2.9% |
| Other values (52) | 304 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.1954022989 | 1 | 0.1% |
| 0.2298850575 | 2 | 0.3% |
| 0.2413793103 | 2 | 0.3% |
| 0.2528735632 | 6 | |
| 0.2643678161 | 1 | 0.1% |
| 0.275862069 | 5 | |
| 0.2873563218 | 5 | |
| 0.2988505747 | 4 | |
| 0.3103448276 | 9 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.01149425287 | 2 | 0.4% |
| 0.04597701149 | 1 | 0.2% |
| 0.06896551724 | 3 | |
| 0.1149425287 | 4 | |
| 0.1264367816 | 1 | 0.2% |
| 0.1379310345 | 2 | 0.4% |
| 0.1609195402 | 4 | |
| 0.1724137931 | 3 | |
| 0.183908046 | 5 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01149425287 | 2 | 0.3% |
| 0.04597701149 | 1 | 0.1% |
| 0.06896551724 | 3 | |
| 0.1149425287 | 4 | |
| 0.1264367816 | 1 | 0.1% |
| 0.1379310345 | 2 | 0.3% |
| 0.1609195402 | 4 | |
| 0.1724137931 | 3 | |
| 0.183908046 | 5 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.1954022989 | 1 | 0.2% |
| 0.2298850575 | 2 | 0.4% |
| 0.2413793103 | 2 | 0.4% |
| 0.2528735632 | 6 | |
| 0.2643678161 | 1 | 0.2% |
| 0.275862069 | 5 | |
| 0.2873563218 | 5 | |
| 0.2988505747 | 4 | |
| 0.3103448276 | 9 |
sulphates
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 59 | 55 |
| Distinct (%) | 7.6% | 11.6% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.41645935 | 0.54828701 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.13846154 |
| Maximum | 0.98461538 | 1 |
| Zeros | 1 | 0 |
| Zeros (%) | 0.1% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.13846154 |
| 5-th percentile | 0.2 | 0.27692308 |
| Q1 | 0.32307692 | 0.41538462 |
| median | 0.4 | 0.53846154 |
| Q3 | 0.49230769 | 0.67692308 |
| 95-th percentile | 0.75384615 | 0.86153846 |
| Maximum | 0.98461538 | 1 |
| Range | 0.98461538 | 0.86153846 |
| Interquartile range (IQR) | 0.16923077 | 0.26153846 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.15895679 | 0.18200564 |
| Coefficient of variation (CV) | 0.38168621 | 0.33195323 |
| Kurtosis | 1.3337988 | -0.65097853 |
| Mean | 0.41645935 | 0.54828701 |
| Median Absolute Deviation (MAD) | 0.076923077 | 0.13846154 |
| Skewness | 0.93217782 | 0.16662254 |
| Sum | 321.92308 | 260.98462 |
| Variance | 0.025267262 | 0.033126054 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3230769231 | 51 | 6.6% |
| 0.3846153846 | 48 | 6.2% |
| 0.4153846154 | 42 | 5.4% |
| 0.3538461538 | 41 | 5.3% |
| 0.4461538462 | 40 | 5.2% |
| 0.4 | 34 | 4.4% |
| 0.3076923077 | 29 | 3.8% |
| 0.4769230769 | 29 | 3.8% |
| 0.3692307692 | 29 | 3.8% |
| 0.3384615385 | 29 | 3.8% |
| Other values (49) | 401 |
| Value | Count | Frequency (%) |
| 0.5076923077 | 18 | 3.8% |
| 0.4615384615 | 17 | 3.6% |
| 0.5692307692 | 17 | 3.6% |
| 0.3692307692 | 17 | 3.6% |
| 0.6615384615 | 16 | 3.4% |
| 0.4153846154 | 15 | 3.2% |
| 0.6 | 15 | 3.2% |
| 0.5230769231 | 14 | 2.9% |
| 0.4307692308 | 14 | 2.9% |
| 0.4461538462 | 14 | 2.9% |
| Other values (45) | 319 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.06153846154 | 2 | 0.3% |
| 0.09230769231 | 2 | 0.3% |
| 0.1076923077 | 3 | 0.4% |
| 0.1384615385 | 3 | 0.4% |
| 0.1538461538 | 5 | 0.6% |
| 0.1692307692 | 10 | |
| 0.1846153846 | 8 | |
| 0.2 | 15 | |
| 0.2153846154 | 13 |
| Value | Count | Frequency (%) |
| 0.1384615385 | 1 | 0.2% |
| 0.1538461538 | 2 | 0.4% |
| 0.1692307692 | 3 | 0.6% |
| 0.2 | 2 | 0.4% |
| 0.2153846154 | 3 | 0.6% |
| 0.2307692308 | 2 | 0.4% |
| 0.2461538462 | 5 | |
| 0.2615384615 | 5 | |
| 0.2769230769 | 5 | |
| 0.2923076923 | 10 |
| Value | Count | Frequency (%) |
| 0.1384615385 | 1 | 0.1% |
| 0.1538461538 | 2 | 0.3% |
| 0.1692307692 | 3 | 0.4% |
| 0.2 | 2 | 0.3% |
| 0.2153846154 | 3 | 0.4% |
| 0.2307692308 | 2 | 0.3% |
| 0.2461538462 | 5 | |
| 0.2615384615 | 5 | |
| 0.2769230769 | 5 | |
| 0.2923076923 | 10 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.2% |
| 0.06153846154 | 2 | 0.4% |
| 0.09230769231 | 2 | 0.4% |
| 0.1076923077 | 3 | 0.6% |
| 0.1384615385 | 3 | 0.6% |
| 0.1538461538 | 5 | 1.1% |
| 0.1692307692 | 10 | |
| 0.1846153846 | 8 | |
| 0.2 | 15 | |
| 0.2153846154 | 13 |
alcohol
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 52 | 46 |
| Distinct (%) | 6.7% | 9.7% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.30494319 | 0.40754873 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.06122449 | 0 |
| Maximum | 1 | 1 |
| Zeros | 0 | 2 |
| Zeros (%) | 0.0% | 0.4% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.06122449 | 0 |
| 5-th percentile | 0.10204082 | 0.10204082 |
| Q1 | 0.16326531 | 0.24489796 |
| median | 0.24489796 | 0.39795918 |
| Q3 | 0.40816327 | 0.55102041 |
| 95-th percentile | 0.72244898 | 0.76020408 |
| Maximum | 1 | 1 |
| Range | 0.93877551 | 1 |
| Interquartile range (IQR) | 0.24489796 | 0.30612245 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.19374808 | 0.20296031 |
| Coefficient of variation (CV) | 0.63535794 | 0.49800255 |
| Kurtosis | 1.1174297 | -0.60692023 |
| Mean | 0.30494319 | 0.40754873 |
| Median Absolute Deviation (MAD) | 0.10204082 | 0.15306122 |
| Skewness | 1.2481876 | 0.2902618 |
| Sum | 235.72109 | 193.9932 |
| Variance | 0.037538318 | 0.041192887 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1632653061 | 88 | 11.4% |
| 0.2244897959 | 60 | 7.8% |
| 0.1428571429 | 56 | 7.2% |
| 0.2653061224 | 38 | 4.9% |
| 0.1020408163 | 38 | 4.9% |
| 0.2040816327 | 38 | 4.9% |
| 0.1836734694 | 36 | 4.7% |
| 0.1224489796 | 35 | 4.5% |
| 0.2857142857 | 29 | 3.8% |
| 0.2448979592 | 24 | 3.1% |
| Other values (42) | 331 |
| Value | Count | Frequency (%) |
| 0.4693877551 | 29 | 6.1% |
| 0.3673469388 | 27 | 5.7% |
| 0.1632653061 | 25 | 5.3% |
| 0.2653061224 | 19 | 4.0% |
| 0.5510204082 | 19 | 4.0% |
| 0.4489795918 | 19 | 4.0% |
| 0.6326530612 | 18 | 3.8% |
| 0.5102040816 | 18 | 3.8% |
| 0.1836734694 | 16 | 3.4% |
| 0.3469387755 | 15 | 3.2% |
| Other values (36) | 271 |
| Value | Count | Frequency (%) |
| 0.0612244898 | 15 | 1.9% |
| 0.07142857143 | 1 | 0.1% |
| 0.08163265306 | 13 | 1.7% |
| 0.1020408163 | 38 | |
| 0.1224489796 | 35 | 4.5% |
| 0.1428571429 | 56 | |
| 0.1632653061 | 88 | |
| 0.1734693878 | 2 | 0.3% |
| 0.1836734694 | 36 | |
| 0.2040816327 | 38 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.4% |
| 0.0612244898 | 7 | 1.5% |
| 0.08163265306 | 3 | 0.6% |
| 0.1020408163 | 13 | |
| 0.1224489796 | 11 | |
| 0.1428571429 | 15 | |
| 0.1632653061 | 25 | |
| 0.1836734694 | 16 | |
| 0.2040816327 | 12 | |
| 0.2244897959 | 11 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.3% |
| 0.0612244898 | 7 | 0.9% |
| 0.08163265306 | 3 | 0.4% |
| 0.1020408163 | 13 | |
| 0.1224489796 | 11 | |
| 0.1428571429 | 15 | |
| 0.1632653061 | 25 | |
| 0.1836734694 | 16 | |
| 0.2040816327 | 12 | |
| 0.2244897959 | 11 |
| Value | Count | Frequency (%) |
| 0.0612244898 | 15 | 3.2% |
| 0.07142857143 | 1 | 0.2% |
| 0.08163265306 | 13 | 2.7% |
| 0.1020408163 | 38 | |
| 0.1224489796 | 35 | 7.4% |
| 0.1428571429 | 56 | |
| 0.1632653061 | 88 | |
| 0.1734693878 | 2 | 0.4% |
| 0.1836734694 | 36 | |
| 0.2040816327 | 38 |
quality
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 6 | 6 |
| Distinct (%) | 0.8% | 1.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 5.4514877 | 5.9579832 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 3 | 3 |
| Maximum | 8 | 8 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 12.1 KiB | 7.4 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 3 | 3 |
| 5-th percentile | 5 | 5 |
| Q1 | 5 | 5 |
| median | 5 | 6 |
| Q3 | 6 | 6.25 |
| 95-th percentile | 6.4 | 7 |
| Maximum | 8 | 8 |
| Range | 5 | 5 |
| Interquartile range (IQR) | 1 | 1.25 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.67852972 | 0.81970426 |
| Coefficient of variation (CV) | 0.12446689 | 0.13758083 |
| Kurtosis | 0.57686187 | -0.19961152 |
| Mean | 5.4514877 | 5.9579832 |
| Median Absolute Deviation (MAD) | 0 | 1 |
| Skewness | 0.20138129 | 0.10082063 |
| Sum | 4214 | 2836 |
| Variance | 0.46040258 | 0.67191508 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 396 | |
| 6 | 305 | |
| 7 | 37 | 4.8% |
| 4 | 30 | 3.9% |
| 3 | 3 | 0.4% |
| 8 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 6 | 215 | |
| 5 | 135 | |
| 7 | 108 | |
| 8 | 11 | 2.3% |
| 4 | 6 | 1.3% |
| 3 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.4% |
| 4 | 30 | 3.9% |
| 5 | 396 | |
| 6 | 305 | |
| 7 | 37 | 4.8% |
| 8 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 1 | 0.2% |
| 4 | 6 | 1.3% |
| 5 | 135 | |
| 6 | 215 | |
| 7 | 108 | |
| 8 | 11 | 2.3% |
| Value | Count | Frequency (%) |
| 3 | 1 | 0.1% |
| 4 | 6 | 0.8% |
| 5 | 135 | |
| 6 | 215 | |
| 7 | 108 | |
| 8 | 11 | 1.4% |
| Value | Count | Frequency (%) |
| 3 | 3 | 0.6% |
| 4 | 30 | 6.3% |
| 5 | 396 | |
| 6 | 305 | |
| 7 | 37 | 7.8% |
| 8 | 2 | 0.4% |
Interactions
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Correlations
Cluster 0
Cluster 1
Cluster 0
| alcohol | chlorides | citric acid | density | fixed acidity | free sulfur dioxide | pH | quality | residual sugar | sulphates | total sulfur dioxide | volatile acidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alcohol | 1.000 | -0.274 | -0.230 | -0.570 | -0.354 | 0.064 | 0.354 | 0.346 | 0.091 | 0.165 | -0.186 | 0.040 |
| chlorides | -0.274 | 1.000 | 0.137 | 0.421 | 0.383 | -0.008 | -0.253 | -0.154 | 0.213 | -0.055 | 0.172 | 0.094 |
| citric acid | -0.230 | 0.137 | 1.000 | 0.197 | 0.283 | 0.136 | -0.305 | -0.088 | 0.075 | -0.026 | 0.397 | -0.372 |
| density | -0.570 | 0.421 | 0.197 | 1.000 | 0.610 | -0.040 | -0.124 | -0.233 | 0.369 | 0.091 | 0.179 | 0.149 |
| fixed acidity | -0.354 | 0.383 | 0.283 | 0.610 | 1.000 | -0.062 | -0.634 | -0.136 | 0.255 | -0.166 | 0.159 | 0.198 |
| free sulfur dioxide | 0.064 | -0.008 | 0.136 | -0.040 | -0.062 | 1.000 | 0.068 | 0.094 | 0.081 | 0.119 | 0.678 | -0.188 |
| pH | 0.354 | -0.253 | -0.305 | -0.124 | -0.634 | 0.068 | 1.000 | 0.135 | -0.026 | 0.281 | -0.141 | -0.020 |
| quality | 0.346 | -0.154 | -0.088 | -0.233 | -0.136 | 0.094 | 0.135 | 1.000 | 0.011 | 0.309 | -0.057 | -0.168 |
| residual sugar | 0.091 | 0.213 | 0.075 | 0.369 | 0.255 | 0.081 | -0.026 | 0.011 | 1.000 | 0.026 | 0.191 | 0.099 |
| sulphates | 0.165 | -0.055 | -0.026 | 0.091 | -0.166 | 0.119 | 0.281 | 0.309 | 0.026 | 1.000 | 0.036 | -0.081 |
| total sulfur dioxide | -0.186 | 0.172 | 0.397 | 0.179 | 0.159 | 0.678 | -0.141 | -0.057 | 0.191 | 0.036 | 1.000 | -0.142 |
| volatile acidity | 0.040 | 0.094 | -0.372 | 0.149 | 0.198 | -0.188 | -0.020 | -0.168 | 0.099 | -0.081 | -0.142 | 1.000 |
Cluster 1
| alcohol | chlorides | citric acid | density | fixed acidity | free sulfur dioxide | pH | quality | residual sugar | sulphates | total sulfur dioxide | volatile acidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alcohol | 1.000 | -0.272 | -0.124 | -0.671 | -0.306 | -0.035 | 0.247 | 0.555 | 0.003 | 0.241 | -0.223 | -0.236 |
| chlorides | -0.272 | 1.000 | 0.159 | 0.412 | 0.192 | 0.113 | -0.101 | -0.248 | 0.301 | -0.152 | 0.220 | 0.274 |
| citric acid | -0.124 | 0.159 | 1.000 | 0.362 | 0.460 | -0.074 | -0.252 | -0.070 | 0.142 | -0.055 | -0.041 | -0.094 |
| density | -0.671 | 0.412 | 0.362 | 1.000 | 0.672 | 0.017 | -0.315 | -0.408 | 0.396 | -0.128 | 0.232 | 0.394 |
| fixed acidity | -0.306 | 0.192 | 0.460 | 0.672 | 1.000 | -0.143 | -0.679 | -0.140 | 0.153 | -0.080 | -0.048 | 0.252 |
| free sulfur dioxide | -0.035 | 0.113 | -0.074 | 0.017 | -0.143 | 1.000 | 0.182 | -0.025 | 0.180 | 0.203 | 0.856 | 0.025 |
| pH | 0.247 | -0.101 | -0.252 | -0.315 | -0.679 | 0.182 | 1.000 | 0.078 | -0.005 | 0.152 | 0.096 | -0.220 |
| quality | 0.555 | -0.248 | -0.070 | -0.408 | -0.140 | -0.025 | 0.078 | 1.000 | -0.059 | 0.397 | -0.213 | -0.323 |
| residual sugar | 0.003 | 0.301 | 0.142 | 0.396 | 0.153 | 0.180 | -0.005 | -0.059 | 1.000 | 0.002 | 0.291 | 0.248 |
| sulphates | 0.241 | -0.152 | -0.055 | -0.128 | -0.080 | 0.203 | 0.152 | 0.397 | 0.002 | 1.000 | 0.099 | -0.236 |
| total sulfur dioxide | -0.223 | 0.220 | -0.041 | 0.232 | -0.048 | 0.856 | 0.096 | -0.213 | 0.291 | 0.099 | 1.000 | 0.155 |
| volatile acidity | -0.236 | 0.274 | -0.094 | 0.394 | 0.252 | 0.025 | -0.220 | -0.323 | 0.248 | -0.236 | 0.155 | 1.000 |
Missing values
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Sample
Cluster 0
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.285714 | 0.630435 | 0.000000 | 0.291667 | 0.448718 | 0.243902 | 0.241379 | 0.636364 | 0.724138 | 0.353846 | 0.142857 | 5 |
| 1 | 0.333333 | 0.826087 | 0.000000 | 0.583333 | 0.730769 | 0.585366 | 0.525862 | 0.535354 | 0.367816 | 0.538462 | 0.224490 | 5 |
| 2 | 0.333333 | 0.695652 | 0.053333 | 0.458333 | 0.653846 | 0.341463 | 0.413793 | 0.555556 | 0.436782 | 0.492308 | 0.224490 | 5 |
| 4 | 0.285714 | 0.630435 | 0.000000 | 0.291667 | 0.448718 | 0.243902 | 0.241379 | 0.636364 | 0.724138 | 0.353846 | 0.142857 | 5 |
| 5 | 0.285714 | 0.586957 | 0.000000 | 0.250000 | 0.435897 | 0.292683 | 0.293103 | 0.636364 | 0.724138 | 0.353846 | 0.142857 | 5 |
| 6 | 0.345238 | 0.521739 | 0.080000 | 0.166667 | 0.358974 | 0.341463 | 0.456897 | 0.494949 | 0.482759 | 0.200000 | 0.142857 | 5 |
| 7 | 0.273810 | 0.576087 | 0.000000 | 0.000000 | 0.307692 | 0.341463 | 0.129310 | 0.313131 | 0.586207 | 0.215385 | 0.265306 | 7 |
| 8 | 0.333333 | 0.500000 | 0.026667 | 0.333333 | 0.410256 | 0.195122 | 0.103448 | 0.535354 | 0.551724 | 0.369231 | 0.163265 | 7 |
| 9 | 0.202381 | 0.500000 | 0.106667 | 0.250000 | 0.717949 | 0.341463 | 0.508621 | 0.444444 | 0.459770 | 0.323077 | 0.102041 | 5 |
| 10 | 0.071429 | 0.538043 | 0.000000 | 0.166667 | 0.615385 | 0.365854 | 0.456897 | 0.282828 | 0.804598 | 0.292308 | 0.244898 | 5 |
Cluster 1
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 0.738095 | 0.173913 | 0.746667 | 0.291667 | 0.435897 | 0.390244 | 0.465517 | 0.656566 | 0.321839 | 0.384615 | 0.224490 | 6 |
| 11 | 0.416667 | 0.173913 | 0.746667 | 0.250000 | 0.653846 | 0.829268 | 0.836207 | 0.545455 | 0.482759 | 0.646154 | 0.367347 | 7 |
| 12 | 0.464286 | 0.108696 | 0.640000 | 0.250000 | 0.461538 | 0.682927 | 0.465517 | 0.535354 | 0.586207 | 0.307692 | 0.142857 | 6 |
| 14 | 0.345238 | 0.336957 | 0.280000 | 0.166667 | 0.833333 | 0.219512 | 0.267241 | 0.515152 | 0.333333 | 0.892308 | 0.163265 | 5 |
| 19 | 0.345238 | 0.336957 | 0.280000 | 0.166667 | 0.833333 | 0.219512 | 0.267241 | 0.515152 | 0.333333 | 0.892308 | 0.163265 | 5 |
| 27 | 0.369048 | 0.282609 | 0.373333 | 0.375000 | 0.320513 | 0.292683 | 0.206897 | 0.535354 | 0.402299 | 0.615385 | 0.204082 | 7 |
| 31 | 0.440476 | 0.184783 | 0.693333 | 0.166667 | 0.923077 | 0.268293 | 0.267241 | 0.545455 | 0.425287 | 0.384615 | 0.163265 | 5 |
| 39 | 0.619048 | 0.326087 | 0.760000 | 0.916667 | 0.371795 | 0.073171 | 0.034483 | 0.565657 | 0.183908 | 0.461538 | 0.183673 | 5 |
| 42 | 0.452381 | 0.304348 | 0.533333 | 0.416667 | 0.487179 | 0.439024 | 0.396552 | 0.656566 | 0.643678 | 0.476923 | 0.102041 | 5 |
| 48 | 0.511905 | 0.217391 | 0.760000 | 0.333333 | 0.423077 | 0.634146 | 0.508621 | 0.545455 | 0.459770 | 0.707692 | 0.408163 | 5 |
Cluster 0
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1238 | 0.095238 | 0.532609 | 0.146667 | 0.250000 | 0.320513 | 0.414634 | 0.189655 | 0.336364 | 0.770115 | 0.507692 | 0.448980 | 6 |
| 1239 | 0.261905 | 0.586957 | 0.440000 | 0.541667 | 0.346154 | 0.804878 | 0.827586 | 0.266667 | 0.448276 | 0.692308 | 0.836735 | 6 |
| 1240 | 0.154762 | 0.467391 | 0.200000 | 0.250000 | 0.461538 | 0.609756 | 0.250000 | 0.165657 | 0.505747 | 0.753846 | 0.591837 | 6 |
| 1241 | 0.047619 | 0.673913 | 0.120000 | 0.208333 | 0.615385 | 0.365854 | 0.172414 | 0.254545 | 0.908046 | 0.353846 | 0.591837 | 6 |
| 1242 | 0.154762 | 0.423913 | 0.173333 | 0.458333 | 0.448718 | 0.682927 | 0.293103 | 0.428283 | 0.620690 | 0.646154 | 0.469388 | 6 |
| 1243 | 0.214286 | 0.543478 | 0.106667 | 0.291667 | 0.346154 | 0.658537 | 0.275862 | 0.506061 | 0.620690 | 0.753846 | 0.163265 | 6 |
| 1244 | 0.142857 | 0.521739 | 0.106667 | 0.333333 | 0.628205 | 0.756098 | 0.327586 | 0.343434 | 0.655172 | 0.384615 | 0.367347 | 5 |
| 1245 | 0.107143 | 0.467391 | 0.133333 | 0.416667 | 0.269231 | 0.926829 | 0.387931 | 0.365657 | 0.735632 | 0.661538 | 0.510204 | 6 |
| 1246 | 0.154762 | 0.423913 | 0.173333 | 0.458333 | 0.448718 | 0.682927 | 0.293103 | 0.428283 | 0.620690 | 0.646154 | 0.469388 | 6 |
| 1247 | 0.107143 | 0.570652 | 0.160000 | 0.333333 | 0.435897 | 0.756098 | 0.327586 | 0.401010 | 0.793103 | 0.584615 | 0.306122 | 5 |
Cluster 1
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1208 | 0.738095 | 0.304348 | 0.666667 | 0.333333 | 0.743590 | 0.439024 | 0.379310 | 0.639394 | 0.252874 | 0.384615 | 0.346939 | 5 |
| 1209 | 0.285714 | 0.260870 | 0.400000 | 0.250000 | 0.423077 | 0.390244 | 0.155172 | 0.271717 | 0.413793 | 0.569231 | 0.551020 | 8 |
| 1221 | 0.202381 | 0.043478 | 0.853333 | 0.375000 | 0.230769 | 0.560976 | 0.396552 | 0.347475 | 0.528736 | 0.584615 | 0.510204 | 6 |
| 1227 | 0.297619 | 0.434783 | 0.533333 | 0.416667 | 0.243590 | 0.268293 | 0.120690 | 0.327273 | 0.436782 | 0.476923 | 0.632653 | 6 |
| 1228 | 0.357143 | 0.195652 | 0.840000 | 0.166667 | 0.512821 | 0.365854 | 0.198276 | 0.442424 | 0.482759 | 0.692308 | 0.428571 | 6 |
| 1231 | 0.285714 | 0.250000 | 0.440000 | 0.500000 | 0.346154 | 0.195122 | 0.172414 | 0.323232 | 0.551724 | 0.415385 | 0.653061 | 6 |
| 1235 | 0.202381 | 0.217391 | 0.586667 | 0.500000 | 0.256410 | 0.560976 | 0.241379 | 0.337374 | 0.471264 | 0.723077 | 0.591837 | 7 |
| 1236 | 0.261905 | 0.293478 | 0.586667 | 0.583333 | 0.320513 | 0.512195 | 0.362069 | 0.347475 | 0.482759 | 0.784615 | 0.571429 | 6 |
| 1237 | 0.297619 | 0.206522 | 0.546667 | 0.500000 | 0.307692 | 0.804878 | 0.465517 | 0.345455 | 0.528736 | 0.800000 | 0.551020 | 6 |
| 1248 | 0.119048 | 0.206522 | 0.626667 | 1.000000 | 0.333333 | 0.414634 | 0.310345 | 0.403030 | 0.586207 | 0.507692 | 0.469388 | 6 |
Duplicate rows
Cluster 0
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17 | 0.202381 | 0.369565 | 0.320000 | 0.208333 | 0.461538 | 0.414634 | 0.241379 | 0.333333 | 0.586207 | 0.415385 | 0.387755 | 6 | 4 |
| 48 | 0.261905 | 0.625000 | 0.173333 | 0.333333 | 0.448718 | 0.268293 | 0.120690 | 0.400000 | 0.471264 | 0.323077 | 0.285714 | 5 | 4 |
| 60 | 0.297619 | 0.423913 | 0.026667 | 0.208333 | 0.551282 | 0.292683 | 0.215517 | 0.391919 | 0.551724 | 0.323077 | 0.367347 | 6 | 4 |
| 4 | 0.119048 | 0.413043 | 0.000000 | 0.083333 | 0.205128 | 0.341463 | 0.172414 | 0.301010 | 0.551724 | 0.184615 | 0.163265 | 5 | 3 |
| 11 | 0.166667 | 0.565217 | 0.280000 | 0.250000 | 0.512821 | 0.317073 | 0.215517 | 0.544444 | 0.816092 | 0.507692 | 0.224490 | 5 | 3 |
| 28 | 0.238095 | 0.576087 | 0.026667 | 0.375000 | 0.320513 | 0.170732 | 0.163793 | 0.575758 | 0.678161 | 0.523077 | 0.163265 | 6 | 3 |
| 29 | 0.238095 | 0.619565 | 0.093333 | 0.541667 | 0.641026 | 0.341463 | 0.129310 | 0.426263 | 0.574713 | 0.415385 | 0.530612 | 6 | 3 |
| 45 | 0.261905 | 0.554348 | 0.000000 | 0.291667 | 0.717949 | 0.317073 | 0.275862 | 0.530303 | 0.563218 | 0.384615 | 0.061224 | 6 | 3 |
| 95 | 0.392857 | 0.576087 | 0.133333 | 0.708333 | 0.615385 | 0.390244 | 0.293103 | 0.659596 | 0.471264 | 0.338462 | 0.163265 | 5 | 3 |
| 0 | 0.071429 | 0.413043 | 0.120000 | 0.458333 | 0.102564 | 0.390244 | 0.801724 | 0.222222 | 0.862069 | 0.461538 | 0.877551 | 5 | 2 |
Cluster 1
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 0.261905 | 0.260870 | 0.613333 | 0.375000 | 0.423077 | 0.560976 | 0.327586 | 0.387879 | 0.597701 | 0.800000 | 0.469388 | 7 | 4 |
| 11 | 0.392857 | 0.152174 | 0.560000 | 0.333333 | 0.500000 | 0.243902 | 0.181034 | 0.595960 | 0.379310 | 0.723077 | 0.142857 | 6 | 3 |
| 20 | 0.464286 | 0.000000 | 0.600000 | 0.250000 | 0.435897 | 0.219512 | 0.129310 | 0.406061 | 0.609195 | 0.661538 | 0.653061 | 7 | 3 |
| 26 | 0.511905 | 0.260870 | 0.520000 | 0.125000 | 0.500000 | 0.975610 | 0.422414 | 0.507071 | 0.678161 | 0.615385 | 0.448980 | 6 | 3 |
| 34 | 0.583333 | 0.456522 | 0.600000 | 0.458333 | 0.384615 | 0.365854 | 0.293103 | 0.767677 | 0.586207 | 0.446154 | 0.142857 | 5 | 3 |
| 0 | 0.214286 | 0.260870 | 0.426667 | 0.250000 | 0.333333 | 0.073171 | 0.017241 | 0.131313 | 0.551724 | 0.338462 | 0.836735 | 7 | 2 |
| 2 | 0.261905 | 0.271739 | 0.426667 | 0.333333 | 0.269231 | 0.341463 | 0.189655 | 0.323232 | 0.402299 | 0.615385 | 0.530612 | 7 | 2 |
| 3 | 0.273810 | 0.201087 | 0.520000 | 0.000000 | 0.230769 | 0.146341 | 0.043103 | 0.182828 | 0.471264 | 0.292308 | 0.571429 | 6 | 2 |
| 4 | 0.273810 | 0.266304 | 0.653333 | 0.541667 | 0.602564 | 0.926829 | 0.862069 | 0.515152 | 0.551724 | 0.692308 | 0.469388 | 5 | 2 |
| 5 | 0.297619 | 0.282609 | 0.760000 | 0.458333 | 0.833333 | 0.097561 | 0.051724 | 0.459596 | 0.551724 | 0.338462 | 0.551020 | 6 | 2 |